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LLMrefs VS Pingback

Compare LLMrefs VS Pingback and see what are their differences

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LLMrefs logo LLMrefs

AI SEO Search Visibility & AI Rank Tracking Platform for LLM Search Engines like ChatGPT - GEO/AEO/LLMO

Pingback logo Pingback

Manage all your business communications in one place. AI-powered missed call text-back, unified inbox, and intelligent lead qualification for UK businesses.
  • LLMrefs LLMrefs AI SEO product screenshot
    LLMrefs AI SEO product screenshot //
    2025-12-08

LLMrefs is an AI search analytics platform that tracks brand visibility across generative AI search engines. It shows whether AI assistants like ChatGPT, Perplexity, and Gemini mention your brand when users ask questions about your industry.

Supported AI Search Engines

LLMrefs monitors 11 platforms: OpenAI ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Google Gemini, Perplexity AI, Anthropic Claude, xAI Grok, Microsoft Copilot, Meta AI, and DeepSeek AI. Geo-targeting covers 20+ countries and 10+ languages.

Track Keywords, Not Prompts

You add keywords and LLMrefs handles the rest. The platform automatically generates prompts based on real conversations users have with AI chatbots. Results are aggregated across every prompt variation to ensure statistical significance.

Features

  • Multi-engine keyword tracking. Monitor how each AI engine responds to your keywords and whether your brand gets cited.
  • AI search volume data. See estimated monthly search volumes to prioritize keywords.
  • Brand citations and sources. View which URLs AI assistants use when mentioning your brand.
  • Competitor benchmarking. Track Share of Voice and Position metrics against competitors.
  • Weekly reports. Keywords update at least once per week with statistically significant results.
  • Exports and API. CSV exports and API access for custom integrations.
  • Unlimited projects and team members. One subscription covers all your domains.

Additional Tools

AI Crawlability Checker, Reddit Threads Finder, A/B Content Tester, and LLMs.txt Generator.

Pricing

LLMrefs Pro is $79 per month for 50 keywords, all 11 AI search engines, and 500 prompts per month. Start free with no credit card required.

LLMrefs helps brands succeed in both traditional SEO and Answer Engine Optimization (AEO).

  • Pingback Pingback dashbord
    Pingback dashbord //
    2026-07-22
  • Pingback Pingback mobile
    Pingback mobile //
    2026-07-22
  • Pingback Pingback Pipeline
    Pingback Pipeline //
    2026-07-22
  • Pingback Pingback mobile conversation
    Pingback mobile conversation //
    2026-07-22
  • Pingback Pingback mobile dashboard
    Pingback mobile dashboard //
    2026-07-22
  • Pingback Pingback desktop
    Pingback desktop //
    2026-07-22

Never miss a customer again.

When a plumber, electrician, or heating engineer misses a call, that job often goes to the next number on Google. Pingback fixes that.

How it works The moment a call's missed, Pingback automatically texts the caller back โ€” instead of them just ringing the next business. Every call, text, and website chat lands in one unified inbox, and each lead moves through a visual pipeline from first contact to job won.

AI that actually helps An AI assistant reads every conversation, flags how urgent it is, and drafts a reply โ€” trained on the business's own website and any documents they upload (price lists, FAQs, services). A human always reviews and sends it; nothing goes out automatically. Pingback also recognises genuine emergencies (a gas smell, no heating, a burst pipe) and gives the caller safety guidance instantly while alerting the business.

Beyond the inbox - One-tap ETA and job-complete texts - One-click numbered PDF invoicing once a job's won - Automatic Google review requests

Built UK-first GDPR-compliant call recording retention, SMS opt-out handling, and full ICO registration โ€” not bolted on as an afterthought.

Free 3-day trial, no card required. The first 10 subscribers get 50% off for life.

LLMrefs

$ Details
freemium $79 / Monthly
Platforms
-
Release Date
2025 May
Startup details
Country
United Kingdom
State
England
City
London
Founder(s)
James Berry
Employees
1 - 9

Pingback

$ Details
freemium ยฃ250 / Monthly (Starter)
Platforms
Web
Release Date
-
Startup details
Country
United Kingdom
State
suffolk
City
Ipswich
Founder(s)
Jeremy Alphonse
Employees
1 - 9

LLMrefs features and specs

  • AI SEO tracking
    Track Share of Voice and Position metrics to see how you rank against competitors.
  • AEO brand visibility
    Monitor how 11 AI search engines respond to your keywords and whether your brand gets cited.
  • GEO data for marketing teams
    View which URLs AI assistants use as sources when they mention your brand.

Pingback features and specs

  • Missed-Call Text-Back
    Automatically texts the caller back the instant a call is missed
  • Unified Inbox
    Calls, texts, and 24/7 website chat all in one thread per customer
  • AI Lead Analysis
    Reads conversations, flags urgency, and drafts a reply for you to review and send
  • Visual Pipeline
    Drag-and-drop lead tracking from first contact through to job won
  • Emergency Detection
    Flags genuine safety risks (gas smell, no heating, burst pipe) instantly

Analysis of LLMrefs

Overall verdict

  • LLMrefs is a solid, purpose-built tool for tracking how your brand and content appear across AI-powered search and large language models, making it a useful choice for teams focused on the emerging field of generative engine optimization (GEO).

Why this product is good

  • Specializes in monitoring brand visibility and citations across AI platforms like ChatGPT, Perplexity, and Google's AI features
  • Helps businesses adapt their SEO strategy to the shift toward AI-driven search and answer engines
  • Provides insights into which prompts and queries surface your brand, aiding content optimization
  • Addresses a growing need as more users rely on LLMs instead of traditional search engines

Recommended for

  • Marketing teams and SEO professionals wanting to track brand presence in AI search results
  • Businesses investing in generative engine optimization (GEO) strategies
  • Content creators aiming to understand how LLMs cite and reference their material
  • Agencies managing multiple clients' visibility across AI platforms

LLMrefs videos

LLMrefs - AI SEO Keyword Rank Tracker for LLM Search Engines

Pingback videos

No Pingback videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to LLMrefs and Pingback)
SEO Tools
100 100%
0% 0
Customer Communication
0 0%
100% 100
SEO
100 100%
0% 0
Lead Management
0 0%
100% 100

Questions & Answers

As answered by people managing LLMrefs and Pingback.

Why should a person choose your product over its competitors?

LLMrefs's answer

  1. Track keywords, not prompts Most AI SEO tools make you manage individual prompts. LLMrefs lets you add keywords and automatically generates prompt variations based on real conversations users have with AI chatbots. This saves time and produces more realistic results.

  2. Statistical significance, not magic numbers Many competitors show vague "visibility scores" that are hard to interpret. LLMrefs uses transparent metrics like Share of Voice and Position. Results are aggregated and weighted across every prompt variation to ensure statistical significance.

  3. Affordable with no hidden fees LLMrefs Pro is $79 per month and includes all 11 AI search engines. Competitors often charge extra per engine or have tiered pricing that gets expensive quickly.

  4. Agency-friendly from day one One subscription covers unlimited projects and unlimited team members. Agencies do not need to buy separate accounts for each client.

  5. Data quality focus LLMrefs emphasizes being the only platform that takes data quality seriously. They continuously check prompts and only report results when they have enough data to be statistically significant.

  6. Comprehensive engine coverage Eleven AI search engines tracked in one dashboard. You do not need separate tools for ChatGPT, Perplexity, Google AI Overviews, and others.

Pingback's answer:

Pingback is priced and built for small UK trade businesses specifically, not enterprise teams โ€” honest, capped-usage pricing rather than per-seat enterprise costs. It bundles missed-call text-back, a unified inbox, AI lead analysis, invoicing, and review requests in one place, so there's no need to stitch together several separate tools.

What makes your product unique?

Pingback's answer:

Built specifically for UK trade businesses, not adapted from a generic US tool. It automatically handles UK compliance most competitors leave to you โ€” GDPR-compliant call recording retention, SMS consent (STOP/START), and full ICO registration. Its AI also trains on the business's own website and uploaded documents, and never sends anything automatically โ€” a human always reviews and sends the reply.

How would you describe the primary audience of your product?

Pingback's answer:

UK trade businesses โ€” plumbers, electricians, heating engineers, and similar small or solo operators who lose jobs to missed calls while they're out on site.

What's the story behind your product?

Pingback's answer:

Pingback was built after seeing how often small UK trade businesses lose real work simply because they couldn't get to the phone in time โ€” most callers who don't get through just ring the next number on Google rather than leaving a voicemail. It's being built directly alongside real trade businesses in beta, shaping the product from actual feedback rather than guesswork.

Which are the primary technologies used for building your product?

Pingback's answer:

React and TypeScript on the frontend, Node.js/Express on the backend, Twilio for calls and SMS, Google Gemini for AI, and Stripe for billing.

User comments

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What are some alternatives?

When comparing LLMrefs and Pingback, you can also consider the following products

Otterly.AI - Stay ahead by monitoring and your content & brand across major AI Search Platforms. With Otterly.AI, you can automatically track brand mentions and website citations on Google AI Overviews/AI Mode, ChatGPT, Perplexity, Gemini, and Copilot.

Podium - Podium helps your business get more customer reviews, manage customer feedback, customer interaction, and online review management from one software.

Profound - Profound helps brands gain visibility in AI-generated answers, optimize their presence in LLM-based answer engines, and stay competitive in the zero-click world.

Am I on AI - Discover if your business is being recommended by AI platforms like ChatGPT. Track your AI visibility with brand monitoring, competitor analysis, and weekly insights.

Ahrefs - Ahrefs is a toolset for SEO and marketing. We have tools for backlink research, organic traffic research, keyword research, content marketing & more. Give Ahrefs a try!

Attensira - Be the Brand AI Recommends